|
Poster
|
Tue 8:45
|
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions
Dongjie Wang · Meng Xiao · Min Wu · pengfei wang · Yuanchun Zhou · Yanjie Fu
|
|
|
Workshop
|
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Elan Rosenfeld · Andrej Risteski
|
|
|
Poster
|
Wed 15:00
|
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms
Shenao Zhang · Boyi Liu · Zhaoran Wang · Tuo Zhao
|
|
|
Oral
|
Tue 8:00
|
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
Jincheng Mei · Bo Dai · Alekh Agarwal · Mohammad Ghavamzadeh · Csaba Szepesvari · Dale Schuurmans
|
|
|
Poster
|
Thu 8:45
|
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
Ziheng Cheng · Shiyue Zhang · Longlin Yu · Cheng Zhang
|
|
|
Poster
|
Tue 8:45
|
DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method
Ahmed Khaled · Konstantin Mishchenko · Chi Jin
|
|
|
Poster
|
Tue 8:45
|
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
Jincheng Mei · Bo Dai · Alekh Agarwal · Mohammad Ghavamzadeh · Csaba Szepesvari · Dale Schuurmans
|
|
|
Poster
|
Wed 15:00
|
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
Yibo Yang · Stephan Eckstein · Marcel Nutz · Stephan Mandt
|
|
|
Poster
|
Wed 15:00
|
Local Convergence of Gradient Methods for Min-Max Games: Partial Curvature Generically Suffices
Guillaume Wang · Lénaïc Chizat
|
|
|
Poster
|
Tue 15:15
|
Gradient-Free Kernel Stein Discrepancy
Matthew Fisher · Chris Oates
|
|
|
Oral
|
Thu 8:30
|
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos
|
|
|
Poster
|
Thu 8:45
|
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos
|
|
